| ชื่อเรื่อง | : | Traffic prediction using a Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network |
| นักวิจัย | : | Nguyen, Ngoc Nam , Quek, Chai , Cheu, Eng Yeow |
| คำค้น | : | DRNTU::Engineering::Computer science and engineering |
| หน่วยงาน | : | Nanyang Technological University, Singapore |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2555 |
| อ้างอิง | : | Nguyen, N. N., Quek, C., & Cheu, E. Y. (2012). Traffic prediction using a Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network. The 2012 International Joint Conference on Neural Networks (IJCNN). , http://hdl.handle.net/10220/12367 , http://dx.doi.org/10.1109/IJCNN.2012.6252409 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | - |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This paper analyses traffic prediction based on a Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network. Traffic prediction is a problem that requires online adaptive systems with high accuracy performance. The proposed GSETSK framework can learn incrementally with high accuracy without any prior assumption about the data sets. To keep an up-to-date fuzzy rule base, a novel `gradual'-forgetting-based rule pruning approach is proposed to unlearn outdated data by deleting obsolete rules. Experiments conducted on real-life traffic data confirm the validity of the design and the accuracy performance of the GSETSK system. |
| บรรณานุกรม | : |
Nguyen, Ngoc Nam , Quek, Chai , Cheu, Eng Yeow . (2555). Traffic prediction using a Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network.
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Nguyen, Ngoc Nam , Quek, Chai , Cheu, Eng Yeow . 2555. "Traffic prediction using a Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network".
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Nguyen, Ngoc Nam , Quek, Chai , Cheu, Eng Yeow . "Traffic prediction using a Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network."
กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2555. Print. Nguyen, Ngoc Nam , Quek, Chai , Cheu, Eng Yeow . Traffic prediction using a Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2555.
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